Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
GroupLens: an open architecture for collaborative filtering of netnews
CSCW '94 Proceedings of the 1994 ACM conference on Computer supported cooperative work
Recommending and evaluating choices in a virtual community of use
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Direct manipulation for comprehensible, predictable and controllable user interfaces
Proceedings of the 2nd international conference on Intelligent user interfaces
Fab: content-based, collaborative recommendation
Communications of the ACM
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
CSCW '98 Proceedings of the 1998 ACM conference on Computer supported cooperative work
Recommendation as classification: using social and content-based information in recommendation
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Statistics and data mining techniques for lifetime value modeling
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Horting hatches an egg: a new graph-theoretic approach to collaborative filtering
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
An algorithmic framework for performing collaborative filtering
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Combining collaborative filtering with personal agents for better recommendations
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Recommender systems in e-commerce
Proceedings of the 1st ACM conference on Electronic commerce
Automatic Information Organization and Retrieval.
Automatic Information Organization and Retrieval.
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Systems support for scalable data mining
ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”
Analyzing the economic efficiency of eBay-like online reputation reporting mechanisms
Proceedings of the 3rd ACM conference on Electronic Commerce
Getting to know you: learning new user preferences in recommender systems
Proceedings of the 7th international conference on Intelligent user interfaces
A graph-based recommender system for digital library
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
Robustness of reputation-based trust: boolean case
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 1
Journal of the American Society for Information Science and Technology
Meta-recommendation systems: user-controlled integration of diverse recommendations
Proceedings of the eleventh international conference on Information and knowledge management
A reputation-based approach for choosing reliable resources in peer-to-peer networks
Proceedings of the 9th ACM conference on Computer and communications security
A visualization model based on adjacency data
Decision Support Systems
Applications of Data Mining to Electronic Commerce
Data Mining and Knowledge Discovery
Intelligent Systems for Tourism
IEEE Intelligent Systems
Computers and Industrial Engineering
A Taxonomy of Recommender Agents on theInternet
Artificial Intelligence Review
Personalized advertisement-duration control for streaming delivery
Proceedings of the tenth ACM international conference on Multimedia
Amazon.com Recommendations: Item-to-Item Collaborative Filtering
IEEE Internet Computing
ICWL '02 Proceedings of the First International Conference on Advances in Web-Based Learning
Series of Dynamic Targeted Recommendations
EC-WEB '02 Proceedings of the Third International Conference on E-Commerce and Web Technologies
A Data Mining Approach to New Library Book Recommendations
ICADL '02 Proceedings of the 5th International Conference on Asian Digital Libraries: Digital Libraries: People, Knowledge, and Technology
WISECON - An Intelligent Assistant for Buying Computers on the Internet
ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
Multidimensional Recommender Systems: A Data Warehousing Approach
WELCOM '01 Proceedings of the Second International Workshop on Electronic Commerce
A Framework for Efficient and Anonymous Web Usage Mining Based on Client-Side Tracking
WEBKDD '01 Revised Papers from the Third International Workshop on Mining Web Log Data Across All Customers Touch Points
Privacy through pseudonymity in user-adaptive systems
ACM Transactions on Internet Technology (TOIT)
Groupware and computer-supported cooperative work
The human-computer interaction handbook
Fuzzy logic methods in recommender systems
Fuzzy Sets and Systems - Theme: Multicriteria decision
Designing information spaces
User Attitudes Regarding a User-Adaptive eCommerce Web Site
User Modeling and User-Adapted Interaction
Web Usage Mining as a Tool for Personalization: A Survey
User Modeling and User-Adapted Interaction
Nantonac collaborative filtering: recommendation based on order responses
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
ACM Transactions on Information Systems (TOIS)
A graph model for E-commerce recommender systems
Journal of the American Society for Information Science and Technology
Shilling recommender systems for fun and profit
Proceedings of the 13th international conference on World Wide Web
HYRIWYG: leveraging personalization to elicit honest recommendations
EC '04 Proceedings of the 5th ACM conference on Electronic commerce
User Involvement in Automatic Filtering: An Experimental Study
User Modeling and User-Adapted Interaction
Enhancing Product Recommender Systems on Sparse Binary Data
Data Mining and Knowledge Discovery
Web Mining: Research and Practice
Computing in Science and Engineering
E-commerce personalization and real-time site monitoring
Designing personalized user experiences in eCommerce
Supporting travel decision making through personalized recommendation
Designing personalized user experiences in eCommerce
Recommending as personalized teaching: towards credible needs-based ecommerce recommender systems
Designing personalized user experiences in eCommerce
Applying Collaborative Filtering for Efficient Document Search
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Experiments in dynamic critiquing
Proceedings of the 10th international conference on Intelligent user interfaces
Integrating AHP and data mining for product recommendation based on customer lifetime value
Information and Management
Mining interesting knowledge from weblogs: a survey
Data & Knowledge Engineering
IEEE Transactions on Knowledge and Data Engineering
Designing Support to Participation in Communities of Practice through Recommender Systems
ICALT '05 Proceedings of the Fifth IEEE International Conference on Advanced Learning Technologies
Personalization technologies: a process-oriented perspective
Communications of the ACM - The digital society
Using PACT in an e-commerce recommendation system
ICEC '05 Proceedings of the 7th international conference on Electronic commerce
Journal of Systems and Software
UDM '05 Proceedings of the International Workshop on Ubiquitous Data Management
iCARE: intelligent customer assistance for recommending eyewear
Proceedings of the 11th international conference on Intelligent user interfaces
Efficient mining of group patterns from user movement data
Data & Knowledge Engineering
Text mining for product attribute extraction
ACM SIGKDD Explorations Newsletter
Personalized recommendation driven by information flow
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Recommendation method for extending subscription periods
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Agents' roles in B2C e-commerce
AI Communications
Enhanced Recommendations through Propagation of Trust and Distrust
WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
Talk amongst yourselves: inviting users to participate in online conversations
Proceedings of the 12th international conference on Intelligent user interfaces
An intelligent fuzzy-based recommendation system for consumer electronic products
Expert Systems with Applications: An International Journal
AdROSA-Adaptive personalization of web advertising
Information Sciences: an International Journal
A cognitive approach for agent-based personalized recommendation
Knowledge-Based Systems
Web Intelligence and Agent Systems
IC-service: a service-oriented approach to the development of recommendation systems
Proceedings of the 2007 ACM symposium on Applied computing
A user-oriented contents recommendation system in peer-to-peer architecture
Expert Systems with Applications: An International Journal
A location-aware recommender system for mobile shopping environments
Expert Systems with Applications: An International Journal
Evaluating compound critiquing recommenders: a real-user study
Proceedings of the 8th ACM conference on Electronic commerce
Buyer agent to enhance consumer awareness: SAATHI
Electronic Commerce Research and Applications
An Integrated Environment for the Development of Knowledge-Based Recommender Applications
International Journal of Electronic Commerce
International Journal of Electronic Commerce
International Journal of Electronic Commerce
Integrated personal recommender systems
Proceedings of the ninth international conference on Electronic commerce
Learning and adaptivity in interactive recommender systems
Proceedings of the ninth international conference on Electronic commerce
Selectively acquiring ratings for product recommendation
Proceedings of the ninth international conference on Electronic commerce
Personalised online sales using web usage data mining
Computers in Industry
Recommenders everywhere:: the WikiLens community-maintained recommender system
Proceedings of the 2007 international symposium on Wikis
Distributed collaborative filtering with domain specialization
Proceedings of the 2007 ACM conference on Recommender systems
AWESOME: a data warehouse-based system for adaptive website recommendations
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
On the role of trust in collaborative Web search
Artificial Intelligence Review
A novel collaborative filtering approach for recommending ranked items
Expert Systems with Applications: An International Journal
Efficient algorithms for mining maximal valid groups
The VLDB Journal — The International Journal on Very Large Data Bases
A hybrid framework for similarity-based recommendations
International Journal of Business Intelligence and Data Mining
A new restoration-based recommender system for shopping buddy smart carts
International Journal of Business Information Systems
Content-based personalised recommendation in virtual shopping environment
International Journal of Business Intelligence and Data Mining
A web-page recommender system via a data mining framework and the Semantic Web concept
International Journal of Computer Applications in Technology
Interactive product catalogue with user preference tracking
International Journal of Web and Grid Services
Reducing development and maintenance efforts for web-based recommender applications
International Journal of Web Engineering and Technology
An experimental comparative study of web mining methods for recommender systems
DIWED'06 Proceedings of the 6th WSEAS International Conference on Distance Learning and Web Engineering
Web Intelligence and Agent Systems
Expert Systems with Applications: An International Journal
A semantic-expansion approach to personalized knowledge recommendation
Decision Support Systems
Mediation of user models for enhanced personalization in recommender systems
User Modeling and User-Adapted Interaction
Towards personalized recommendation by two-step modified Apriori data mining algorithm
Expert Systems with Applications: An International Journal
Browsing a website with topographic hints
AVI '08 Proceedings of the working conference on Advanced visual interfaces
Herd behavior in purchasing books online
Computers in Human Behavior
EC-XAMAS: SUPPORTING E-COMMERCE ACTIVITIES BY AN XML-BASED ADAPTIVE MULTI-AGENT SYSTEM
Applied Artificial Intelligence
COOPERATIVE QUERY REWRITING FOR DECISION MAKING SUPPORT AND RECOMMENDER SYSTEMS
Applied Artificial Intelligence
NectaRSS, an intelligent RSS feed reader
Journal of Network and Computer Applications
Using error-correcting dependencies for collaborative filtering
Data & Knowledge Engineering
Expert Systems with Applications: An International Journal
Constraint-based recommender systems: technologies and research issues
Proceedings of the 10th international conference on Electronic commerce
Proceedings of the 10th international conference on Electronic commerce
Contextual multi-dimensional browsing
Computers in Human Behavior
An efficient hierarchical clustering model for grouping web transactions
International Journal of Business Intelligence and Data Mining
Using Evolving Agents to Critique Subjective Music Compositions
Computational Intelligence and Security
Bayesian Collaborative Predictors for General User Modeling Tasks
Neural Information Processing
X-Web: A Data Model for Managing Personal Contents Based on User Experiences
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
Generating Dual-Directed Recommendation Information from Point-of-Sales Data of a Supermarket
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
Explicit Dynamic User Profiles for a Collaborative Filtering Recommender System
IBERAMIA '08 Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence
Dynamic packaging in e-retailing with stochastic demand over finite horizons: A Q-learning approach
Expert Systems with Applications: An International Journal
Computational Intelligence techniques for Web personalization
Web Intelligence and Agent Systems
User-controllable learning of security and privacy policies
Proceedings of the 1st ACM workshop on Workshop on AISec
Do online buying behaviour and attitudes to web personalization vary by age group?
Proceedings of the 2008 annual research conference of the South African Institute of Computer Scientists and Information Technologists on IT research in developing countries: riding the wave of technology
A graphical shopping interface based on product attributes
Decision Support Systems
marService: multiattribute utility recommendation for e-markets
International Journal of Computer Applications in Technology
International Journal of Computer Applications in Technology
Multiagent system for learning objects retrieval with context attributes
International Journal of Computer Applications in Technology
Using data mining to provide recommendation service
WSEAS Transactions on Information Science and Applications
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
A mathematical model for product selection strategies in a recommender system
Expert Systems with Applications: An International Journal
Web mining technique framework for intelligent e-business applications
ICCOMP'08 Proceedings of the 12th WSEAS international conference on Computers
A platform for virtual museums with personalized content
Multimedia Tools and Applications
Gradual trust and distrust in recommender systems
Fuzzy Sets and Systems
A framework for personal content search and recommendation based on personal experiences
International Journal of Advanced Intelligence Paradigms
Retail sales prediction and item recommendations using customer demographics at store level
ACM SIGKDD Explorations Newsletter
Proceedings of the special interest group on management information system's 47th annual conference on Computer personnel research
Handling sequential pattern decay: Developing a two-stage collaborative recommender system
Electronic Commerce Research and Applications
Multiagent and Grid Systems - Engineering Environments in Multiagent Systems
Using Support Vector Machines for feature-oriented profile-based recommendations
International Journal of Advanced Intelligence Paradigms
Adaptive Web SitesA Knowledge Extraction from Web Data Approach
Proceedings of the 2008 conference on Adaptive Web Sites: A Knowledge Extraction from Web Data Approach
Web-Based Recommender Systems and User Needs --the Comprehensive View
Proceedings of the 2008 conference on New Trends in Multimedia and Network Information Systems
Adaptive System for the Integration of Recommendation Methods with Social Filtering Enhancement
Proceedings of the 2008 conference on New Trends in Multimedia and Network Information Systems
A Fair Peer Selection Algorithm for an Ecommerce-Oriented Distributed Recommender System
Proceedings of the 2006 conference on Advances in Intelligent IT: Active Media Technology 2006
Applying Trip@dvice Recommendation Technology to www.visiteurope.com
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Recommender Service for Social Network based Applications
Proceedings of the 11th International Conference on Electronic Commerce
A hybrid of sequential rules and collaborative filtering for product recommendation
Information Sciences: an International Journal
ItemRank: a random-walk based scoring algorithm for recommender engines
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Salesman-like recommendation system based on visitor product knowledge and browsing actions
ISTASC'09 Proceedings of the 9th WSEAS International Conference on Systems Theory and Scientific Computation
MUADDIB: A distributed recommender system supporting device adaptivity
ACM Transactions on Information Systems (TOIS)
REJA: A Georeferenced Hybrid Recommender System for Restaurants
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Manipulation-resistant collaborative filtering systems
Proceedings of the third ACM conference on Recommender systems
Proceedings of the 18th ACM conference on Information and knowledge management
Integrating web mining and neural network for personalized e-commerce automatic service
Expert Systems with Applications: An International Journal
Extracting the Potential Sales Items from the Trend Leaders with the ID-POS Data
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part II
Aggregation Trade Offs in Family Based Recommendations
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
A diversity-based method for infrequent purchase decision support in e-commerce
Electronic Commerce Research and Applications
Detection of the customer time-variant pattern for improving recommender systems
Expert Systems with Applications: An International Journal
On-line personalized sales promotion in electronic commerce
Expert Systems with Applications: An International Journal
MuseumFinland-Finnish museums on the semantic web
Web Semantics: Science, Services and Agents on the World Wide Web
Information and Software Technology
Online customers' cognitive differences and their impact on the success of recommendation agents
Information and Management
Product recommendation with interactive query management and twofold similarity
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Mining the customer's up-to-moment preferences for e-commerce recommendation
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Information Systems Frontiers
MARS: an agent-based recommender system for the semantic web
DAIS'07 Proceedings of the 7th IFIP WG 6.1 international conference on Distributed applications and interoperable systems
The behavior chain for online participation: how successful web services structure persuasion
PERSUASIVE'07 Proceedings of the 2nd international conference on Persuasive technology
Personalization of content in virtual exhibitions
SAMT'07 Proceedings of the semantic and digital media technologies 2nd international conference on Semantic Multimedia
Answer-set programming based dynamic user modeling for recommender systems
EPIA'07 Proceedings of the aritficial intelligence 13th Portuguese conference on Progress in artificial intelligence
A random-walk based scoring algorithm applied to recommender engines
WebKDD'06 Proceedings of the 8th Knowledge discovery on the web international conference on Advances in web mining and web usage analysis
Real-world mood-based music recommendation
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Learning to recommend product with the content of web page
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
A recommender system based on multi-features
ICCSA'07 Proceedings of the 2007 international conference on Computational science and Its applications - Volume Part II
Expert Systems with Applications: An International Journal
Agent based e-commerce systems that react to buyers' feedbacks -- A fuzzy approach
International Journal of Approximate Reasoning
User preferences discovery using fuzzy models
Fuzzy Sets and Systems
Advanced technologies in e-tourism
ACS'09 Proceedings of the 9th WSEAS international conference on Applied computer science
Using external aggregate ratings for improving individual recommendations
ACM Transactions on the Web (TWEB)
Recommendation boosted query propagation in the social network
SocInfo'10 Proceedings of the Second international conference on Social informatics
A Neural Network Hybrid Recommender System
Proceedings of the 2011 conference on Neural Nets WIRN10: Proceedings of the 20th Italian Workshop on Neural Nets
Accelerated Learning of User Profiles
Management Science
Mining Web navigation patterns with a path traversal graph
Expert Systems with Applications: An International Journal
Intelligent system applications in electronic tourism
Expert Systems with Applications: An International Journal
Using genetic algorithms for personalized recommendation
ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume Part II
Personalized recommendation of popular blog articles for mobile applications
Information Sciences: an International Journal
RecLab: a system for eCommerce recommender research with real data, context and feedback
Proceedings of the 2011 Workshop on Context-awareness in Retrieval and Recommendation
Proceedings of the 12th International Conference on Information Integration and Web-based Applications & Services
Recommendation for English multiple-choice cloze questions based on expected test scores
International Journal of Knowledge-based and Intelligent Engineering Systems
Association rules mining for knowledge management: a case study of library services
MMACTEE'07 Proceedings of the 9th WSEAS international conference on Mathematical methods and computational techniques in electrical engineering
Expert Systems with Applications: An International Journal
Reliable representations for association rules
Data & Knowledge Engineering
A source independent framework for research paper recommendation
Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries
Adaptive user interface of product recommendation based on eye-tracking
Proceedings of the 2010 workshop on Eye gaze in intelligent human machine interaction
Utilizing marginal net utility for recommendation in e-commerce
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Rapid development of knowledge-based conversational recommender applications with advisor suite
Journal of Web Engineering
A new collaborative filtering recommendation approach based on naive Bayesian method
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part II
A comprehensive reference model for personalized recommender systems
HI'11 Proceedings of the 2011 international conference on Human interface and the management of information - Volume Part I
Government-to-business personalized e-services using semantic-enhanced recommender system
EGOVIS'11 Proceedings of the Second international conference on Electronic government and the information systems perspective
A context-aware recommender system for M-commerce applications
AMT'11 Proceedings of the 7th international conference on Active media technology
Personalized pricing recommender system: multi-stage epsilon-greedy approach
Proceedings of the 2nd International Workshop on Information Heterogeneity and Fusion in Recommender Systems
Hybrid recommendation based on low-dimensional augmentation of combined feature profiles
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part II
The effect of context-aware recommendations on customer purchasing behavior and trust
Proceedings of the fifth ACM conference on Recommender systems
Commenders: A recommendation procedure for online book communities
Electronic Commerce Research and Applications
Engineering Applications of Artificial Intelligence
UPComp - A PHP Component for Recommendation Based on User Behaviour
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Empirical Analysis of the Impact of Recommender Systems on Sales
Journal of Management Information Systems
Mining semantic data for solving first-rater and cold-start problems in recommender systems
Proceedings of the 15th Symposium on International Database Engineering & Applications
Evaluating subjective compositions by the cooperation between human and adaptive agents
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Vizier: a generic and multidimensional agent-based recommendation framework
Proceedings of the 13th International Conference on Information Integration and Web-based Applications and Services
Recommendation as a mechanism to induce participation in communities of practice
CSCWD'05 Proceedings of the 9th international conference on Computer Supported Cooperative Work in Design II
Integrating collaborate and content-based filtering for personalized information recommendation
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Content-based recommendation in e-commerce
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part II
A strategy-oriented operation module for recommender systems in E-commerce
Computers and Operations Research
Implementing privacy negotiations in e-commerce
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
Map-Based recommendation of hyperlinked document collections
EC-Web'06 Proceedings of the 7th international conference on E-Commerce and Web Technologies
Context-Aware recommendation service using multi-leveled information in mobile commerce
EC-Web'06 Proceedings of the 7th international conference on E-Commerce and Web Technologies
A novel resource recommendation system based on connecting to similar e-learners
ICWL'05 Proceedings of the 4th international conference on Advances in Web-Based Learning
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
A framework for session based recommendations
EC-Web'05 Proceedings of the 6th international conference on E-Commerce and Web Technologies
Fuzzy virtual card agent for customizing divisible card payments
EC-Web'05 Proceedings of the 6th international conference on E-Commerce and Web Technologies
Recommender systems using support vector machines
ICWE'05 Proceedings of the 5th international conference on Web Engineering
Modeling user's opinion relevance to recommending research papers
UM'05 Proceedings of the 10th international conference on User Modeling
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Collaborative Filtering with a User-Item Matrix Reduction Technique
International Journal of Electronic Commerce
Dynamic fuzzy clustering for recommender systems
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
WindOwls-Adaptive system for the integration of recommendation methods in e-commerce
AWIC'05 Proceedings of the Third international conference on Advances in Web Intelligence
Case-based recommender systems: a unifying view
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
A symbolic hybrid approach to face the new user problem in recommender systems
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Mining the real-time web: A novel approach to product recommendation
Knowledge-Based Systems
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
Selecting effective means to any end: futures and ethics of persuasion profiling
PERSUASIVE'10 Proceedings of the 5th international conference on Persuasive Technology
USER: user-sensitive expert recommendations for knowledge-dense environments
WebKDD'05 Proceedings of the 7th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
Personalized search results with user interest hierarchies learnt from bookmarks
WebKDD'05 Proceedings of the 7th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
A personal ontology model for library recommendation system
ICADL'06 Proceedings of the 9th international conference on Asian Digital Libraries: achievements, Challenges and Opportunities
Applying fuzzy logic to recommend consumer electronics
ICDCIT'05 Proceedings of the Second international conference on Distributed Computing and Internet Technology
A literature review and classification of recommender systems research
Expert Systems with Applications: An International Journal
Collaborative Filtering Recommender Systems
Foundations and Trends in Human-Computer Interaction
User-selectable interactive recommendation system in mobile environment
Multimedia Tools and Applications
Discovery of Web user communities and their role in personalization
User Modeling and User-Adapted Interaction
A multi-agent recommender system for supporting device adaptivity in e-Commerce
Journal of Intelligent Information Systems
Web usage mining to improve the design of an e-commerce website: OrOliveSur.com
Expert Systems with Applications: An International Journal
A preference scoring technique for personalized advertisements on Internet storefronts
Mathematical and Computer Modelling: An International Journal
An implementation and evaluation of recommender systems for traveling abroad
Expert Systems with Applications: An International Journal
A group recommendation system for online communities
International Journal of Information Management: The Journal for Information Professionals
Tag-aware recommender systems: a state-of-the-art survey
Journal of Computer Science and Technology - Special issue on Community Analysis and Information Recommendation
A mobile 3D-GIS hybrid recommender system for tourism
Information Sciences: an International Journal
Recommendations using linked data
Proceedings of the 5th Ph.D. workshop on Information and knowledge
Motivating and supporting user interaction with recommender systems
ECDL'07 Proceedings of the 11th European conference on Research and Advanced Technology for Digital Libraries
Recommending multimedia web services in a multi-device environment
Information Systems
An effective recommendation method for cold start new users using trust and distrust networks
Information Sciences: an International Journal
Collective intelligence as mechanism of medical diagnosis: The iPixel approach
Expert Systems with Applications: An International Journal
Application of recommendation system: an empirical study of the mobile reading platform
ISMIS'12 Proceedings of the 20th international conference on Foundations of Intelligent Systems
A heuristic method for collaborative recommendation using hierarchical user profiles
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part I
On recommending hashtags in twitter networks
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
A survey of recommender systems in twitter
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Research opportunities for argumentation in social networks
Artificial Intelligence Review
Dimensions as Virtual Items: Improving the predictive ability of top-N recommender systems
Information Processing and Management: an International Journal
Journal of Electronic Commerce in Organizations
Applicability of Demographic Recommender System to Tourist Attractions: A Case Study on Trip Advisor
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Attribute-based collaborative filtering using genetic algorithm and weighted C-means algorithm
International Journal of Business Information Systems
Selecting content-based features for collaborative filtering recommenders
Proceedings of the 7th ACM conference on Recommender systems
Recommending scientific articles using bi-relational graph-based iterative RWR
Proceedings of the 7th ACM conference on Recommender systems
Lightweight tourism recommendation
International Journal of Web Engineering and Technology
Semantic content-based recommendation of software services using context
ACM Transactions on the Web (TWEB)
An intelligent web recommendation system for ubiquitous geolocation awareness
International Journal of Ad Hoc and Ubiquitous Computing
Anytime algorithms for mining groups with maximum coverage
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
Integrating collaborative filtering and matching-based search for product recommendations
Journal of Theoretical and Applied Electronic Commerce Research
Social experiment on advisory recommender system for energy-saving
HCI International'13 Proceedings of the 15th international conference on Human Interface and the Management of Information: information and interaction design - Volume Part I
A hybrid approach for the personalisation of cloud-based e-governance services
International Journal of High Performance Computing and Networking
Utilizing user tag-based interests in recommender systems for social resource sharing websites
Knowledge-Based Systems
The Adaptive Ontology-Based Personalized Recommender System
Wireless Personal Communications: An International Journal
Incorporating frequency, recency and profit in sequential pattern based recommender systems
Intelligent Data Analysis
A genre-based fuzzy inference approach for effective filtering of movies
Intelligent Data Analysis
Hi-index | 0.03 |
iRecommender systems are being used by an ever-increasing number of E-commerce sites to help consumers find products to purchase. What started as a novelty has turned into a serious business tool. Recommender systems use product knowledge—either hand-coded knowledge provided by experts or “mined” knowledge learned from the behavior of consumers—to guide consumers through the often-overwhelming task of locating products they will like. In this article we present an explanation of how recommender systems are related to some traditional database analysis techniques. We examine how recommender systems help E-commerce sites increase sales and analyze the recommender systems at six market-leading sites. Based on these examples, we create a taxonomy of recommender systems, including the inputs required from the consumers, the additional knowledge required from the database, the ways the recommendations are presented to consumers, the technologies used to create the recommendations, and the level of personalization of the recommendations. We identify five commonly used E-commerce recommender application models, describe several open research problems in the field of recommender systems, and examine privacy implications of recommender systems technology.